Adaptive vs Glean

Glean is an enterprise AI assistant for knowledge retrieval—connecting internal data sources for search and answers. Adaptive finds information and acts on it, executing workflows, making updates, and completing tasks across every tool.

At a glance

Primary capability
Finds information and takes action—workflows, updates, task completion
Finds information—search, answers, and knowledge retrieval
Execution
Operates tools, runs workflows, and completes multi-step tasks autonomously
Answers questions and surfaces information. Action capabilities are emerging.
Scope
Automation, apps, dashboards, agents, and knowledge—all in one platform
Enterprise search and AI assistant for knowledge work
Best for
Teams that need downstream work done—not just information found
Enterprises that need unified search across docs, wikis, and data sources

Knowledge and retrieval

How each platform handles information and knowledge.

Adaptive
Glean
Enterprise search
Connects to data sources and can search across them as part of workflows.
Purpose-built enterprise search—indexes docs, wikis, email, Slack, and 100+ data sources with AI ranking.
Knowledge answers
AI answers questions using connected data sources, then takes action based on findings.
AI assistant generates answers grounded in your company’s internal knowledge graph.
Data source coverage
Growing library of integrations plus AI-driven connection to any API or data source.
100+ pre-built connectors optimized for indexing and searching enterprise knowledge.
Action on findings
Finds information and executes—updates records, triggers workflows, completes tasks automatically.
Surfaces information for you to act on. Work assistant capabilities are expanding.

Execution and automation

What happens after information is found.

Adaptive
Glean
Task completion
Executes multi-step tasks—files tickets, updates databases, sends notifications, runs processes.
Provides answers and suggestions. You take the actions manually in other tools.
Workflow automation
Builds and runs full automated workflows triggered by schedules, events, or AI decisions.
Not a workflow automation platform. Glean focuses on retrieval, not process execution.
Computer operation
Operates browsers, files, terminals, and any software to complete work.
No computer operation. Glean reads from data sources but doesn’t operate tools.
Autonomous agents
Agents run 24/7—monitoring, reacting, and executing across your business stack.
AI assistant responds on-demand. Emerging app actions for basic tool operations.

Building and creation

What you can build on each platform.

Adaptive
Glean
Apps and dashboards
Builds full apps, dashboards, and internal tools from natural language.
Not an app building platform. Glean provides search and assistant interfaces.
Custom agents
Build AI agents for any business process—operations, sales, engineering, support.
Custom Glean Apps for tailored search and assistant experiences within the Glean interface.
Integration depth
Reads from and writes to connected systems—full bidirectional integration.
Primarily reads from connected systems for indexing. Write-back capabilities are limited.

When Glean is the better choice

  • Your primary need is unified enterprise search across docs, wikis, email, and data sources.
  • Information retrieval and knowledge answers are the core problem you’re solving.
  • You need AI-ranked search across 100+ enterprise data sources with a mature knowledge graph.
  • Your team primarily needs to find information, not automate downstream workflows.
  • Enterprise knowledge management and AI-powered search are your top priorities.

When Adaptive is the better choice

  • Finding information is step one—you need the downstream work completed automatically.
  • You need workflows, automations, and agents that act on information, not just surface it.
  • You want to build apps, dashboards, and operational systems alongside knowledge capabilities.
  • Your team needs tools that operate across systems—updating records, triggering processes, completing tasks.
  • You need autonomous agents running 24/7, not just an on-demand search assistant.

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Frequently asked questions

Common questions about Adaptive vs Glean.

They solve different primary problems. Glean excels at enterprise knowledge retrieval—finding information across your company’s data sources. Adaptive excels at taking action—if you need downstream work done after finding information, Adaptive fills the gap.

Adaptive connects to data sources and can search across them, but it’s not a purpose-built enterprise search engine. Glean’s search ranking, knowledge graph, and 100+ connector depth for retrieval are more mature.

Glean is expanding into work assistant capabilities with app actions, but its core strength remains search and knowledge retrieval. Adaptive is built from the ground up for execution—operating tools, running workflows, and completing tasks.

Yes, and it’s a powerful combination. Use Glean for enterprise knowledge search and Adaptive for acting on what you find—triggering workflows, updating systems, and completing tasks that Glean surfaces.

Glean reduces the manual work of finding information. Adaptive reduces the manual work of acting on it. If your bottleneck is finding answers, start with Glean. If your bottleneck is executing processes, start with Adaptive.